Senior Data Engineer
Role details
Job location
Tech stack
Job description
At Arenko, we build software that enables us and our customers to physically trade and manage a significant portfolio of grid scale batteries and renewable energy assets which facilitate the clean energy transition, and data is our driving force. As a Senior Data Engineer, you will be instrumental in designing, building, and managing the infrastructure that enables efficient processing and analysis of our large and diverse datasets, ranging from power market data to asset telemetry. We are looking for an engineer with experience not just writing ETLs but delivering data products, as well as processing data outside walled-garden platforms. As part of a small data team working with a significant client-base, you will have a hands-on role driving data-driven decisions across Arenko and the growing green energy market, transforming the electricity grid in the UK and beyond.
Our primary tech stack & toolchain includes:
- Data Services: Python
- Data Lake: S3 / Athena
- ETL Pipelines: Prefect
- Messaging and Event Streaming: Pulsar
- Databases: PostgreSQL and Cassandra
- Infrastructure: AWS, Terraform, DockerVersion Control and CI/CD: GitLab
As part of the Data team, you will work in an agile, cross-functional team, collaborating closely with your teammates and stakeholders across the business. Like all high-performing teams, you will have a high degree of autonomy to solve interesting problems and contribute to key products that will make a real impact on the energy transition.
- Build modern data services: Take charge of planning, designing, and developing data engineering projects, working with big data frameworks and integrating with a broader microservice stack.
- Enable industry-leading asset optimisation: Build the infrastructure that empowers our team to implement performant data science methods that will best optimise energy assets on the electricity grid.
- ETL process design and implementation: Create efficient Extract, Transform, Load (ETL) processes to streamline data integration and transformation.
- DevOps adoption: Embrace a DevOps culture by implementing Terraform and infrastructure as code (IaC) for our AWS data estate.
- Ensure data quality and consistency: Maintain high standards of data integrity across multiple data sources.
- Engage in cross-team collaboration: Work closely with data scientists, software engineers, stakeholders, etc. to deliver solutions that optimise energy storage assets.
- Mentorship and team guidance: Define and promote best practices for data infrastructure development and tooling.Mentor the wider data team on effective ways of working., Here at Arenko, we appreciate every single employee and the values they bring to the company so you might be completely different to what we expected. That being said, here's a few things we'd love you to tick the boxes on
Requirements
Do you have experience in Terraform?, * You're degree level educated in computer science or a related discipline OR able to demonstrate equivalent workplace experience.
- You have extensive experience delivering projects focused on data collection, storage systems and data pipelines.
- You have advanced Python skills with a focus on writing clean, maintainable, and production-ready code.
- You're experienced with the end-to-end development and deployment of data-focused software services.
- You have an in-depth understanding of ETL technologies and best practices.
- You've worked with SQL and NoSQL databases and big data frameworks like Spark, Pulsar, etc.
- You can demonstrate ability to integrate with external APIs for both data collection and providing data feeds to customers and third parties.
- You have hands-on experience with data storage, processing and analytics in cloud platforms (e.g., AWS, Google Cloud, Azure).
- You have an understanding of MLOps best practices and the tools required to maintain a suite of machine learning models.
- You're an organised and adaptable team player capable of leading and mentoring colleagues.
- You're able to communicate with stakeholders to identify needs and evaluate alternative technical solutions and strategies.You have a strong technical capacity for evaluating and expressing the effort and value associated with technical development decisions.
So what's in it for you?
Hopefully the first thing is you love what we do and want to be part of the mission but let's be honest…that's probably not why you're getting up to work everyday.